AI-clinician collaboration via disagreement prediction: A decision pipeline and retrospective analysis of real-world radiologist-AI interactions.

For all categories, if the user ultimately disagrees with an AI prediction classified as trustworthy or “high quality” by the Prediction Quality Model and “highly significant” as per the clinical significance classification, the finding is automatically sent for a second opinion.

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